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<div class="header">
  <div class="headertitle"><div class="title">percentile.hpp</div></div>
</div><!--header-->
<div class="contents">
<a href="percentile_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno">   28</span><span class="preprocessor">#pragma once</span></div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno">   29</span> </div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno">   30</span><span class="preprocessor">#include &lt;algorithm&gt;</span></div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span><span class="preprocessor">#include &lt;cmath&gt;</span></div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span><span class="preprocessor">#include &lt;complex&gt;</span></div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno">   33</span><span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span> </div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno">   35</span><span class="preprocessor">#include &quot;<a class="code" href="_enums_8hpp.html">NumCpp/Core/Enums.hpp</a>&quot;</span></div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno">   36</span><span class="preprocessor">#include &quot;<a class="code" href="_error_8hpp.html">NumCpp/Core/Internal/Error.hpp</a>&quot;</span></div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno">   37</span><span class="preprocessor">#include &quot;<a class="code" href="_static_asserts_8hpp.html">NumCpp/Core/Internal/StaticAsserts.hpp</a>&quot;</span></div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span><span class="preprocessor">#include &quot;<a class="code" href="_stl_algorithms_8hpp.html">NumCpp/Core/Internal/StlAlgorithms.hpp</a>&quot;</span></div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno">   39</span><span class="preprocessor">#include &quot;<a class="code" href="_core_2_shape_8hpp.html">NumCpp/Core/Shape.hpp</a>&quot;</span></div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno">   40</span><span class="preprocessor">#include &quot;<a class="code" href="_types_8hpp.html">NumCpp/Core/Types.hpp</a>&quot;</span></div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span><span class="preprocessor">#include &quot;<a class="code" href="argmin_8hpp.html">NumCpp/Functions/argmin.hpp</a>&quot;</span></div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno">   42</span><span class="preprocessor">#include &quot;<a class="code" href="clip_8hpp.html">NumCpp/Functions/clip.hpp</a>&quot;</span></div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span><span class="preprocessor">#include &quot;<a class="code" href="_nd_array_8hpp.html">NumCpp/NdArray.hpp</a>&quot;</span></div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno">   44</span><span class="preprocessor">#include &quot;<a class="code" href="essentially_equal_8hpp.html">NumCpp/Utils/essentiallyEqual.hpp</a>&quot;</span></div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span> </div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno">   46</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacenc.html">nc</a></div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno">   47</span>{</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno">   48</span>    <span class="comment">//============================================================================</span></div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span>    <span class="comment">// Method Description:</span></div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno">   65</span><span class="comment"></span>    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> dtype&gt;</div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"><a class="line" href="namespacenc.html#a8b0da1d66e6d238a4deb3f6e0a0f3cd2">   66</a></span>    <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> <a class="code hl_function" href="namespacenc.html#a8b0da1d66e6d238a4deb3f6e0a0f3cd2">percentile</a>(<span class="keyword">const</span> <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>&amp; inArray,</div>
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno">   67</span>                               <span class="keywordtype">double</span>                inPercentile,</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno">   68</span>                               <a class="code hl_enumeration" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84">Axis</a>                  inAxis         = <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>,</div>
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno">   69</span>                               <a class="code hl_enumeration" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650e">InterpolationMethod</a>   inInterpMethod = <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaaac544aacc3615aada24897a215f5046">InterpolationMethod::LINEAR</a>)</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno">   70</span>    {</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno">   71</span>        <a class="code hl_define" href="_static_asserts_8hpp.html#a36abb32368b91aed0d3133a4cfd5ae92">STATIC_ASSERT_ARITHMETIC</a>(dtype);</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno">   72</span> </div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span>        <span class="keywordflow">if</span> (inPercentile &lt; 0. || inPercentile &gt; 100.)</div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno">   74</span>        {</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno">   75</span>            <a class="code hl_define" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;input percentile value must be of the range [0, 100].&quot;</span>);</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno">   76</span>        }</div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno">   77</span> </div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno">   78</span>        <span class="keywordflow">if</span> (inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a3e5261e1be6357a2c608f5e1d97b35f9">isempty</a>())</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno">   79</span>        {</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno">   80</span>            <span class="keywordflow">return</span> {};</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno">   81</span>        }</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno">   82</span>        <span class="keywordflow">else</span> <span class="keywordflow">if</span> (inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#abbde96c48b2fbebf4edc6337020fabea">isscalar</a>())</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno">   83</span>        {</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno">   84</span>            <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a7c17d60541d81f71107c5dc0a06885ac">front</a>()) };</div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno">   85</span>            <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span>        }</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno">   87</span> </div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno">   88</span>        <span class="keywordflow">switch</span> (inAxis)</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno">   89</span>        {</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno">   90</span>            <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>:</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>            {</div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>                <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> arrayCopy = inArray.template astype&lt;double&gt;();</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span>                <a class="code hl_function" href="namespacenc_1_1stl__algorithms.html#a1d75d47f198fcc3693e87806d6ea8715">stl_algorithms::sort</a>(arrayCopy.<a class="code hl_function" href="classnc_1_1_nd_array.html#ab57282e02905eeb2a932eeb73983221f">begin</a>(), arrayCopy.<a class="code hl_function" href="classnc_1_1_nd_array.html#a153d3032d72c24d233407a351d0f8174">end</a>());</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span> </div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>                <span class="keywordflow">if</span> (<a class="code hl_function" href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">utils::essentiallyEqual</a>(inPercentile, 0.))</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>                {</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span>                    <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy.<a class="code hl_function" href="classnc_1_1_nd_array.html#a7c17d60541d81f71107c5dc0a06885ac">front</a>() };</div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>                }</div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>                <span class="keywordflow">if</span> (<a class="code hl_function" href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">utils::essentiallyEqual</a>(inPercentile, 100.))</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>                {</div>
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>                    <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy.<a class="code hl_function" href="classnc_1_1_nd_array.html#a6bb650c9e28ff25c9b58c9f4f08d78bb">back</a>() };</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span>                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span>                }</div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span> </div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno">  106</span>                <span class="keyword">const</span> <span class="keyword">auto</span> i =</div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>                    <span class="keyword">static_cast&lt;</span><a class="code hl_typedef" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a><span class="keyword">&gt;</span>(<a class="code hl_function" href="namespacenc.html#a832da7fc615ea4e1da7bed94a4488ea6">std::floor</a>(<span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 1) * inPercentile / 100.));</div>
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>                <span class="keyword">const</span> <span class="keyword">auto</span> indexLower = clip&lt;uint32&gt;(i, 0, inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 2);</div>
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span> </div>
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>                <span class="keywordflow">switch</span> (inInterpMethod)</div>
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>                {</div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span>                    <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaaac544aacc3615aada24897a215f5046">InterpolationMethod::LINEAR</a>:</div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>                    {</div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> percentI =</div>
<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>                            <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 1);</div>
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> fraction =</div>
<div class="line"><a id="l00117" name="l00117"></a><span class="lineno">  117</span>                            (inPercentile / 100. - percentI) /</div>
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno">  118</span>                            (<span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower + 1) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 1) - percentI);</div>
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno">  119</span> </div>
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>                        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = {</div>
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>                            arrayCopy[indexLower] + (arrayCopy[indexLower + 1] - arrayCopy[indexLower]) * fraction</div>
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span>                        };</div>
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>                        <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span>                    }</div>
<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>                    <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaa7c48ba367e019d004bfb0239b85f2b3">InterpolationMethod::LOWER</a>:</div>
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>                    {</div>
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>                        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy[indexLower] };</div>
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>                        <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>                    }</div>
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno">  130</span>                    <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650ea5bc0a7ce2c77ccd49169277e9289e5d1">InterpolationMethod::HIGHER</a>:</div>
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno">  131</span>                    {</div>
<div class="line"><a id="l00132" name="l00132"></a><span class="lineno">  132</span>                        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy[indexLower + 1] };</div>
<div class="line"><a id="l00133" name="l00133"></a><span class="lineno">  133</span>                        <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00134" name="l00134"></a><span class="lineno">  134</span>                    }</div>
<div class="line"><a id="l00135" name="l00135"></a><span class="lineno">  135</span>                    <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaad135772d7cf93dd0ccf9d2474b34e6a">InterpolationMethod::NEAREST</a>:</div>
<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>                    {</div>
<div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> percent = inPercentile / 100.;</div>
<div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> percent1 =</div>
<div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span>                            <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 1);</div>
<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> percent2 =</div>
<div class="line"><a id="l00141" name="l00141"></a><span class="lineno">  141</span>                            <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower + 1) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() - 1);</div>
<div class="line"><a id="l00142" name="l00142"></a><span class="lineno">  142</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> diff1 = percent - percent1;</div>
<div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span>                        <span class="keyword">const</span> <span class="keywordtype">double</span> diff2 = percent2 - percent;</div>
<div class="line"><a id="l00144" name="l00144"></a><span class="lineno">  144</span> </div>
<div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span>                        <span class="keywordflow">switch</span> (argmin&lt;double&gt;({ diff1, diff2 }).item())</div>
<div class="line"><a id="l00146" name="l00146"></a><span class="lineno">  146</span>                        {</div>
<div class="line"><a id="l00147" name="l00147"></a><span class="lineno">  147</span>                            <span class="keywordflow">case</span> 0:</div>
<div class="line"><a id="l00148" name="l00148"></a><span class="lineno">  148</span>                            {</div>
<div class="line"><a id="l00149" name="l00149"></a><span class="lineno">  149</span>                                <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy[indexLower] };</div>
<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>                                <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00151" name="l00151"></a><span class="lineno">  151</span>                            }</div>
<div class="line"><a id="l00152" name="l00152"></a><span class="lineno">  152</span>                            <span class="keywordflow">case</span> 1:</div>
<div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>                            {</div>
<div class="line"><a id="l00154" name="l00154"></a><span class="lineno">  154</span>                                <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { arrayCopy[indexLower + 1] };</div>
<div class="line"><a id="l00155" name="l00155"></a><span class="lineno">  155</span>                                <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00156" name="l00156"></a><span class="lineno">  156</span>                            }</div>
<div class="line"><a id="l00157" name="l00157"></a><span class="lineno">  157</span>                        }</div>
<div class="line"><a id="l00158" name="l00158"></a><span class="lineno">  158</span> </div>
<div class="line"><a id="l00159" name="l00159"></a><span class="lineno">  159</span>                        <span class="keywordflow">return</span> {}; <span class="comment">// get rid of compiler warning</span></div>
<div class="line"><a id="l00160" name="l00160"></a><span class="lineno">  160</span>                    }</div>
<div class="line"><a id="l00161" name="l00161"></a><span class="lineno">  161</span>                    <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaafa8fd4b90a3f8123b4bd30446518a7e">InterpolationMethod::MIDPOINT</a>:</div>
<div class="line"><a id="l00162" name="l00162"></a><span class="lineno">  162</span>                    {</div>
<div class="line"><a id="l00163" name="l00163"></a><span class="lineno">  163</span>                        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray = { (arrayCopy[indexLower] + arrayCopy[indexLower + 1]) / 2. };</div>
<div class="line"><a id="l00164" name="l00164"></a><span class="lineno">  164</span>                        <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00165" name="l00165"></a><span class="lineno">  165</span>                    }</div>
<div class="line"><a id="l00166" name="l00166"></a><span class="lineno">  166</span>                    <span class="keywordflow">default</span>:</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno">  167</span>                    {</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno">  168</span>                        <a class="code hl_define" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;Unimplemented Interpolation method.&quot;</span>);</div>
<div class="line"><a id="l00169" name="l00169"></a><span class="lineno">  169</span>                        <span class="keywordflow">return</span> {}; <span class="comment">// get rid of compiler warning</span></div>
<div class="line"><a id="l00170" name="l00170"></a><span class="lineno">  170</span>                    }</div>
<div class="line"><a id="l00171" name="l00171"></a><span class="lineno">  171</span>                }</div>
<div class="line"><a id="l00172" name="l00172"></a><span class="lineno">  172</span>            }</div>
<div class="line"><a id="l00173" name="l00173"></a><span class="lineno">  173</span>            <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05">Axis::COL</a>:</div>
<div class="line"><a id="l00174" name="l00174"></a><span class="lineno">  174</span>            {</div>
<div class="line"><a id="l00175" name="l00175"></a><span class="lineno">  175</span>                <span class="keyword">const</span> <a class="code hl_class" href="classnc_1_1_shape.html">Shape</a> inShape = inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a4824e91b22bb46ebc31c9c08de55ef13">shape</a>();</div>
<div class="line"><a id="l00176" name="l00176"></a><span class="lineno">  176</span> </div>
<div class="line"><a id="l00177" name="l00177"></a><span class="lineno">  177</span>                <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;double&gt;</a> returnArray(1, inShape.<a class="code hl_variable" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>);</div>
<div class="line"><a id="l00178" name="l00178"></a><span class="lineno">  178</span>                <span class="keywordflow">for</span> (<a class="code hl_typedef" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> row = 0; row &lt; inShape.<a class="code hl_variable" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>; ++row)</div>
<div class="line"><a id="l00179" name="l00179"></a><span class="lineno">  179</span>                {</div>
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno">  180</span>                    returnArray[row] =</div>
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno">  181</span>                        <a class="code hl_function" href="namespacenc.html#a8b0da1d66e6d238a4deb3f6e0a0f3cd2">percentile</a>(<a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(<span class="keyword">const_cast&lt;</span>typename <a class="code hl_typedef" href="classnc_1_1_nd_array.html#a288e6b26205492751717d3fb8854ca30">NdArray&lt;dtype&gt;::pointer</a><span class="keyword">&gt;</span>(&amp;inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a7c17d60541d81f71107c5dc0a06885ac">front</a>(row)),</div>
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno">  182</span>                                                  inShape.<a class="code hl_variable" href="classnc_1_1_shape.html#aae1a3c997648aacaefb60d0e6d0bf10d">cols</a>,</div>
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno">  183</span>                                                  <a class="code hl_enumvalue" href="namespacenc.html#ae31148c2c120e8ed49df98e7dcd960eca28d568b3892dce36f2833542693a1062">PointerPolicy::SHELL</a>),</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno">  184</span>                                   inPercentile,</div>
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno">  185</span>                                   <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>,</div>
<div class="line"><a id="l00186" name="l00186"></a><span class="lineno">  186</span>                                   inInterpMethod)</div>
<div class="line"><a id="l00187" name="l00187"></a><span class="lineno">  187</span>                            .<a class="code hl_function" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>();</div>
<div class="line"><a id="l00188" name="l00188"></a><span class="lineno">  188</span>                }</div>
<div class="line"><a id="l00189" name="l00189"></a><span class="lineno">  189</span> </div>
<div class="line"><a id="l00190" name="l00190"></a><span class="lineno">  190</span>                <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00191" name="l00191"></a><span class="lineno">  191</span>            }</div>
<div class="line"><a id="l00192" name="l00192"></a><span class="lineno">  192</span>            <span class="keywordflow">case</span> <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7">Axis::ROW</a>:</div>
<div class="line"><a id="l00193" name="l00193"></a><span class="lineno">  193</span>            {</div>
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno">  194</span>                <span class="keywordflow">return</span> <a class="code hl_function" href="namespacenc.html#a8b0da1d66e6d238a4deb3f6e0a0f3cd2">percentile</a>(inArray.<a class="code hl_function" href="classnc_1_1_nd_array.html#a29c62da7ad489f4fc0bc706800820807">transpose</a>(), inPercentile, <a class="code hl_enumvalue" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05">Axis::COL</a>, inInterpMethod);</div>
<div class="line"><a id="l00195" name="l00195"></a><span class="lineno">  195</span>            }</div>
<div class="line"><a id="l00196" name="l00196"></a><span class="lineno">  196</span>            <span class="keywordflow">default</span>:</div>
<div class="line"><a id="l00197" name="l00197"></a><span class="lineno">  197</span>            {</div>
<div class="line"><a id="l00198" name="l00198"></a><span class="lineno">  198</span>                <a class="code hl_define" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;Unimplemented axis type.&quot;</span>);</div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno">  199</span>                <span class="keywordflow">return</span> {}; <span class="comment">// get rid of compiler warning</span></div>
<div class="line"><a id="l00200" name="l00200"></a><span class="lineno">  200</span>            }</div>
<div class="line"><a id="l00201" name="l00201"></a><span class="lineno">  201</span>        }</div>
<div class="line"><a id="l00202" name="l00202"></a><span class="lineno">  202</span> </div>
<div class="line"><a id="l00203" name="l00203"></a><span class="lineno">  203</span>        <span class="keywordflow">return</span> {}; <span class="comment">// get rid of compiler warning</span></div>
<div class="line"><a id="l00204" name="l00204"></a><span class="lineno">  204</span>    }</div>
<div class="line"><a id="l00205" name="l00205"></a><span class="lineno">  205</span>} <span class="comment">// namespace nc</span></div>
<div class="ttc" id="a_core_2_shape_8hpp_html"><div class="ttname"><a href="_core_2_shape_8hpp.html">Shape.hpp</a></div></div>
<div class="ttc" id="a_enums_8hpp_html"><div class="ttname"><a href="_enums_8hpp.html">Enums.hpp</a></div></div>
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<div class="ttc" id="a_error_8hpp_html_af2aff1172060367b9c5398fa097fa8fd"><div class="ttname"><a href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a></div><div class="ttdeci">#define THROW_INVALID_ARGUMENT_ERROR(msg)</div><div class="ttdef"><b>Definition:</b> Error.hpp:37</div></div>
<div class="ttc" id="a_nd_array_8hpp_html"><div class="ttname"><a href="_nd_array_8hpp.html">NdArray.hpp</a></div></div>
<div class="ttc" id="a_static_asserts_8hpp_html"><div class="ttname"><a href="_static_asserts_8hpp.html">StaticAsserts.hpp</a></div></div>
<div class="ttc" id="a_static_asserts_8hpp_html_a36abb32368b91aed0d3133a4cfd5ae92"><div class="ttname"><a href="_static_asserts_8hpp.html#a36abb32368b91aed0d3133a4cfd5ae92">STATIC_ASSERT_ARITHMETIC</a></div><div class="ttdeci">#define STATIC_ASSERT_ARITHMETIC(dtype)</div><div class="ttdef"><b>Definition:</b> StaticAsserts.hpp:39</div></div>
<div class="ttc" id="a_stl_algorithms_8hpp_html"><div class="ttname"><a href="_stl_algorithms_8hpp.html">StlAlgorithms.hpp</a></div></div>
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<div class="ttc" id="aclassnc_1_1_nd_array_html"><div class="ttname"><a href="classnc_1_1_nd_array.html">nc::NdArray&lt; double &gt;</a></div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a055875abbe80163ca91328c0fa8ffbfa"><div class="ttname"><a href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">nc::NdArray::size</a></div><div class="ttdeci">size_type size() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4524</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a153d3032d72c24d233407a351d0f8174"><div class="ttname"><a href="classnc_1_1_nd_array.html#a153d3032d72c24d233407a351d0f8174">nc::NdArray::end</a></div><div class="ttdeci">iterator end() noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:1623</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a288e6b26205492751717d3fb8854ca30"><div class="ttname"><a href="classnc_1_1_nd_array.html#a288e6b26205492751717d3fb8854ca30">nc::NdArray::pointer</a></div><div class="ttdeci">typename AllocTraits::pointer pointer</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:152</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a29c62da7ad489f4fc0bc706800820807"><div class="ttname"><a href="classnc_1_1_nd_array.html#a29c62da7ad489f4fc0bc706800820807">nc::NdArray::transpose</a></div><div class="ttdeci">self_type transpose() const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4882</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a3e5261e1be6357a2c608f5e1d97b35f9"><div class="ttname"><a href="classnc_1_1_nd_array.html#a3e5261e1be6357a2c608f5e1d97b35f9">nc::NdArray::isempty</a></div><div class="ttdeci">bool isempty() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:2932</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a4824e91b22bb46ebc31c9c08de55ef13"><div class="ttname"><a href="classnc_1_1_nd_array.html#a4824e91b22bb46ebc31c9c08de55ef13">nc::NdArray::shape</a></div><div class="ttdeci">const Shape &amp; shape() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4511</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a6bb650c9e28ff25c9b58c9f4f08d78bb"><div class="ttname"><a href="classnc_1_1_nd_array.html#a6bb650c9e28ff25c9b58c9f4f08d78bb">nc::NdArray::back</a></div><div class="ttdeci">const_reference back() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:2287</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a7c17d60541d81f71107c5dc0a06885ac"><div class="ttname"><a href="classnc_1_1_nd_array.html#a7c17d60541d81f71107c5dc0a06885ac">nc::NdArray::front</a></div><div class="ttdeci">const_reference front() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:2860</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_ab57282e02905eeb2a932eeb73983221f"><div class="ttname"><a href="classnc_1_1_nd_array.html#ab57282e02905eeb2a932eeb73983221f">nc::NdArray::begin</a></div><div class="ttdeci">iterator begin() noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:1315</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_abbde96c48b2fbebf4edc6337020fabea"><div class="ttname"><a href="classnc_1_1_nd_array.html#abbde96c48b2fbebf4edc6337020fabea">nc::NdArray::isscalar</a></div><div class="ttdeci">bool isscalar() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:2956</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_abec76b8f271e07fa07cc2f88fed676fa"><div class="ttname"><a href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">nc::NdArray::item</a></div><div class="ttdeci">value_type item() const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:3022</div></div>
<div class="ttc" id="aclassnc_1_1_shape_html"><div class="ttname"><a href="classnc_1_1_shape.html">nc::Shape</a></div><div class="ttdoc">A Shape Class for NdArrays.</div><div class="ttdef"><b>Definition:</b> Core/Shape.hpp:41</div></div>
<div class="ttc" id="aclassnc_1_1_shape_html_a6f89f699dea6eb89eef19e00c92b223a"><div class="ttname"><a href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">nc::Shape::rows</a></div><div class="ttdeci">uint32 rows</div><div class="ttdef"><b>Definition:</b> Core/Shape.hpp:44</div></div>
<div class="ttc" id="aclassnc_1_1_shape_html_aae1a3c997648aacaefb60d0e6d0bf10d"><div class="ttname"><a href="classnc_1_1_shape.html#aae1a3c997648aacaefb60d0e6d0bf10d">nc::Shape::cols</a></div><div class="ttdeci">uint32 cols</div><div class="ttdef"><b>Definition:</b> Core/Shape.hpp:45</div></div>
<div class="ttc" id="aclip_8hpp_html"><div class="ttname"><a href="clip_8hpp.html">clip.hpp</a></div></div>
<div class="ttc" id="aessentially_equal_8hpp_html"><div class="ttname"><a href="essentially_equal_8hpp.html">essentiallyEqual.hpp</a></div></div>
<div class="ttc" id="anamespacenc_1_1stl__algorithms_html_a1d75d47f198fcc3693e87806d6ea8715"><div class="ttname"><a href="namespacenc_1_1stl__algorithms.html#a1d75d47f198fcc3693e87806d6ea8715">nc::stl_algorithms::sort</a></div><div class="ttdeci">void sort(RandomIt first, RandomIt last) noexcept</div><div class="ttdef"><b>Definition:</b> StlAlgorithms.hpp:696</div></div>
<div class="ttc" id="anamespacenc_1_1utils_html_a963b90e7c9a3b057a924298750ddf74c"><div class="ttname"><a href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">nc::utils::essentiallyEqual</a></div><div class="ttdeci">bool essentiallyEqual(dtype inValue1, dtype inValue2) noexcept</div><div class="ttdef"><b>Definition:</b> essentiallyEqual.hpp:49</div></div>
<div class="ttc" id="anamespacenc_html"><div class="ttname"><a href="namespacenc.html">nc</a></div><div class="ttdef"><b>Definition:</b> Cartesian.hpp:40</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650e"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650e">nc::InterpolationMethod</a></div><div class="ttdeci">InterpolationMethod</div><div class="ttdef"><b>Definition:</b> Enums.hpp:139</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650ea5bc0a7ce2c77ccd49169277e9289e5d1"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650ea5bc0a7ce2c77ccd49169277e9289e5d1">nc::InterpolationMethod::HIGHER</a></div><div class="ttdeci">@ HIGHER</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650eaa7c48ba367e019d004bfb0239b85f2b3"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaa7c48ba367e019d004bfb0239b85f2b3">nc::InterpolationMethod::LOWER</a></div><div class="ttdeci">@ LOWER</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650eaaac544aacc3615aada24897a215f5046"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaaac544aacc3615aada24897a215f5046">nc::InterpolationMethod::LINEAR</a></div><div class="ttdeci">@ LINEAR</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650eaad135772d7cf93dd0ccf9d2474b34e6a"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaad135772d7cf93dd0ccf9d2474b34e6a">nc::InterpolationMethod::NEAREST</a></div><div class="ttdeci">@ NEAREST</div></div>
<div class="ttc" id="anamespacenc_html_a476f76c3468948fe24d7abf9cd0d650eaafa8fd4b90a3f8123b4bd30446518a7e"><div class="ttname"><a href="namespacenc.html#a476f76c3468948fe24d7abf9cd0d650eaafa8fd4b90a3f8123b4bd30446518a7e">nc::InterpolationMethod::MIDPOINT</a></div><div class="ttdeci">@ MIDPOINT</div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84">nc::Axis</a></div><div class="ttdeci">Axis</div><div class="ttdoc">Enum To describe an axis.</div><div class="ttdef"><b>Definition:</b> Enums.hpp:36</div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7">nc::Axis::ROW</a></div><div class="ttdeci">@ ROW</div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05">nc::Axis::COL</a></div><div class="ttdeci">@ COL</div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">nc::Axis::NONE</a></div><div class="ttdeci">@ NONE</div></div>
<div class="ttc" id="anamespacenc_html_a832da7fc615ea4e1da7bed94a4488ea6"><div class="ttname"><a href="namespacenc.html#a832da7fc615ea4e1da7bed94a4488ea6">nc::floor</a></div><div class="ttdeci">dtype floor(dtype inValue) noexcept</div><div class="ttdef"><b>Definition:</b> floor.hpp:48</div></div>
<div class="ttc" id="anamespacenc_html_a8b0da1d66e6d238a4deb3f6e0a0f3cd2"><div class="ttname"><a href="namespacenc.html#a8b0da1d66e6d238a4deb3f6e0a0f3cd2">nc::percentile</a></div><div class="ttdeci">NdArray&lt; double &gt; percentile(const NdArray&lt; dtype &gt; &amp;inArray, double inPercentile, Axis inAxis=Axis::NONE, InterpolationMethod inInterpMethod=InterpolationMethod::LINEAR)</div><div class="ttdef"><b>Definition:</b> percentile.hpp:66</div></div>
<div class="ttc" id="anamespacenc_html_ae31148c2c120e8ed49df98e7dcd960eca28d568b3892dce36f2833542693a1062"><div class="ttname"><a href="namespacenc.html#ae31148c2c120e8ed49df98e7dcd960eca28d568b3892dce36f2833542693a1062">nc::PointerPolicy::SHELL</a></div><div class="ttdeci">@ SHELL</div></div>
<div class="ttc" id="anamespacenc_html_af0f49663fb63332596e2e6327009d581"><div class="ttname"><a href="namespacenc.html#af0f49663fb63332596e2e6327009d581">nc::uint32</a></div><div class="ttdeci">std::uint32_t uint32</div><div class="ttdef"><b>Definition:</b> Types.hpp:40</div></div>
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